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A Model of Green Acceptance and Intentions to Use Bike-Sharing: YouBike Users in Taiwan

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  • Shang-Yu Chen

    (National Taipei University of Technology)

  • Chung-Cheng Lu

    (National Taipei University of Technology)

Abstract

With the emphasis on sustainability in transportation, bike-sharing systems are gaining popularity. This paper investigates the attitudes of users of a bike-sharing system with the aim of identifying their priorities, thus allowing local governments to focus their efforts most effectively on enhancing users’ intentions to use such systems. The relationships among green perceived usefulness (the extent to which individuals believe that a bike-sharing system will improve the environmental performance of some part of their life within a specific context), user attitude and perceived ease of use with green intentions, and the mediation effect of user attitude towards bike-sharing are explored. The focus of the study is on how to enhance green intentions via perceived usefulness, perceived ease of use and user attitude of the green technology acceptance model (green TAM) (Davis 1989). The two-step approach of structural equation modeling was applied to analyze the empirical results, which indicated that green perceived usefulness and user attitude have positive influences on the green intentions of 262 users and 262 non-users from ten sampled bike-sharing sites around the central administrative districts of Taipei. However, user attitude has the highest mediation effect on green intentions, and perceived ease of use does not have a significant effect on intentions for either users or non-users. Therefore, governmental institutions can strive to improve the attitudes of bike-sharing users and non-users, their green perceived usefulness, and perceived ease of use to strengthen their intentions to use this mode of sustainable transportation.

Suggested Citation

  • Shang-Yu Chen & Chung-Cheng Lu, 2016. "A Model of Green Acceptance and Intentions to Use Bike-Sharing: YouBike Users in Taiwan," Networks and Spatial Economics, Springer, vol. 16(4), pages 1103-1124, December.
    • Handle: RePEc:kap:netspa:v:16:y:2016:i:4:d:10.1007_s11067-015-9312-8
    DOI: 10.1007/s11067-015-9312-8
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    References listed on IDEAS

    as
    1. Yu Kosaka & Shang-Ping Xie, 2013. "Recent global-warming hiatus tied to equatorial Pacific surface cooling," Nature, Nature, vol. 501(7467), pages 403-407, September.
    2. Lu, Chin-Shan & Lai, Kee-hung & Cheng, T.C.E., 2007. "Application of structural equation modeling to evaluate the intention of shippers to use Internet services in liner shipping," European Journal of Operational Research, Elsevier, vol. 180(2), pages 845-867, July.
    3. Dekker, Rommert & Bloemhof, Jacqueline & Mallidis, Ioannis, 2012. "Operations Research for green logistics – An overview of aspects, issues, contributions and challenges," European Journal of Operational Research, Elsevier, vol. 219(3), pages 671-679.
    4. Adam J. Bock & Tore Opsahl & Gerard George & David M. Gann, 2012. "The Effects of Culture and Structure on Strategic Flexibility during Business Model Innovation," Journal of Management Studies, Wiley Blackwell, vol. 49(2), pages 279-305, March.
    5. Jessica Schoner & David Levinson, 2014. "The missing link: bicycle infrastructure networks and ridership in 74 US cities," Transportation, Springer, vol. 41(6), pages 1187-1204, November.
    6. Rohm, Andrew J. & Gao, Tao (Tony) & Sultan, Fareena & Pagani, Margherita, 2012. "Brand in the hand: A cross-market investigation of consumer acceptance of mobile marketing," Business Horizons, Elsevier, vol. 55(5), pages 485-493.
    7. Chandler, Dana & Kapelner, Adam, 2013. "Breaking monotony with meaning: Motivation in crowdsourcing markets," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 123-133.
    8. Purnawirawan, Nathalia & De Pelsmacker, Patrick & Dens, Nathalie, 2012. "Balance and Sequence in Online Reviews: How Perceived Usefulness Affects Attitudes and Intentions," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 244-255.
    9. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    10. Wang, Dianhai & Feng, Tianjun & Liang, Chunyan, 2008. "Research on bicycle conversion factors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(8), pages 1129-1139, October.
    11. Fitzsimmons, Jason R. & Douglas, Evan J., 2011. "Interaction between feasibility and desirability in the formation of entrepreneurial intentions," Journal of Business Venturing, Elsevier, vol. 26(4), pages 431-440, July.
    12. Gao, Tao (Tony) & Rohm, Andrew J. & Sultan, Fareena & Pagani, Margherita, 2013. "Consumers un-tethered: A three-market empirical study of consumers' mobile marketing acceptance," Journal of Business Research, Elsevier, vol. 66(12), pages 2536-2544.
    13. Tao Tony Gao & Andrew J. Rohm & Fareena Sultan & Margherita Pagani, 2013. "Consumers un-tethered : A three-market empirical study of consumers' mobile marketing acceptance," Post-Print hal-02313086, HAL.
    14. David Ory & Patricia Mokhtarian, 2010. "The impact of non-normality, sample size and estimation technique on goodness-of-fit measures in structural equation modeling: evidence from ten empirical models of travel behavior," Quality & Quantity: International Journal of Methodology, Springer, vol. 44(3), pages 427-445, April.
    15. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    16. Andrew J. Rohm & Tao Tony Gao & Fareena Sultan & Margherita Pagani, 2012. "Brand in the hand : A cross-market investigation of consumer acceptance of mobile marketing," Post-Print hal-02313089, HAL.
    17. Susilo, Yusak O. & Waygood, E. Owen D., 2012. "A long term analysis of the mechanisms underlying children’s activity-travel engagements in the Osaka metropolitan area," Journal of Transport Geography, Elsevier, vol. 20(1), pages 41-50.
    18. Elliot Fishman & Simon Washington & Narelle Haworth, 2013. "Bike Share: A Synthesis of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 33(2), pages 148-165, March.
    19. Lois, David & López-Sáez, Mercedes, 2009. "The relationship between instrumental, symbolic and affective factors as predictors of car use: A structural equation modeling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(9-10), pages 790-799, November.
    20. Holguı´n-Veras, José & Yushimito, Wilfredo F. & Aros-Vera, Felipe & Reilly, John (Jack), 2012. "User rationality and optimal park-and-ride location under potential demand maximization," Transportation Research Part B: Methodological, Elsevier, vol. 46(8), pages 949-970.
    21. Chang, Grace & Caneday, Lowell, 2011. "Web-based GIS in tourism information search: Perceptions, tasks, and trip attributes," Tourism Management, Elsevier, vol. 32(6), pages 1435-1437.
    22. Pucher, John & Buehler, Ralph & Seinen, Mark, 2011. "Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(6), pages 451-475, July.
    23. Martens, Karel, 2007. "Promoting bike-and-ride: The Dutch experience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 326-338, May.
    24. Veronique Van Acker & Frank Witlox & Bert Van Wee, 2007. "The Effects of the Land Use System on Travel Behavior: A Structural Equation Modeling Approach," Transportation Planning and Technology, Taylor & Francis Journals, vol. 30(4), pages 331-353, May.
    25. Forma, Iris A. & Raviv, Tal & Tzur, Michal, 2015. "A 3-step math heuristic for the static repositioning problem in bike-sharing systems," Transportation Research Part B: Methodological, Elsevier, vol. 71(C), pages 230-247.
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